Photos

On Wednesday's LIVE! With Kelly, Joe shared a few details about his Turkey Day plans.

"Tomorrow everybody flies in together," he shared with the audience. "We're going to pick our parents up and go skiing in Mammoth."

Fast-forward to this weekend and Sophie Instagrammed a photo from Mammoth while hanging out with a gal pal. Just a coincidence? We'll let you decide.

Romance rumors between the talented stars started earlier this month when photos surfaced of the pair getting cozy at a Kings Of Leon concert.

In pictures obtained by E! News, Joe was seen putting his arm around Sophie as they enjoyed a pre-MTV Europe Music Awards event. At one point, it appeared that the "Cake by the Ocean" singer leaned in for a kiss.

"He thinks she's a cool girl," a source recently told People. "She's always been into him, but he's starting to like her more and more."